fisher information matrix

Preconditioner on Matrix Lie Group for SGD ICLR 2019 The Normalization Method for Alleviating Pathological Sharpness in Wide Neural Networks NeurIPS 2019 Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach AISTATS 2019 Kronecker-factored Curvature Approximations for Recurrent Neural Networks ICLR 2018 Numerical Analysis near Singularities in RBF Networks JMLR 2018 The Spectrum of the Fisher Information Matrix of a Single-Hidden-Layer Neural Network NeurIPS 2018 EigenNet: Towards Fast and Structural Learning of Deep Neural Networks IJCAI 2017 Energetic Natural Gradient Descent ICML 2016 Natural Neural Networks NeurIPS 2015 Optimizing Neural Networks with Kronecker-factored Approximate Curvature ICML 2015 GeNGA: A Generalization of Natural Gradient Ascent with Positive and Negative Convergence Results ICML 2014 Deep Learning Made Easier by Linear Transformations in Perceptrons AISTATS 2012 Automatic Calibration of Multiple Coplanar Sensors RSS 2011 Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks NeurIPS 2010 A Generalized Natural Actor-Critic Algorithm NeurIPS 2009 Hierarchical Fisher Kernels for Longitudinal Data NeurIPS 2008